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Cyrax321

Cyrax321/CONTINUUM

PythonApache-2.0activebeginner-friendly
78Health

CONTINUUM: Verifiable semantic recovery for long-running AI agents. Semantic checkpoints (not conversation dumps), an idempotent action ledger that refuses duplicate side effects, and a hash-chained tamper-evident event log, all exposed as a deny-by-default MCP server. Framework-agnostic, Python 3.11+.

Stars23
Forks48
Open Issues84
Contributors48
Last Push0d ago

Health Breakdown

Activity
25
Community
25
Maintenance
12
Popularity
16
#agent-framework#ai-agents#checkpointing#crash-recovery#durable-execution#fault-tolerance#hacktoberfest#langchain#langgraph#llm#llm-agent#mcp#mcp-server#model-context-protocol#observability#openai#pydantic#python#recovery#sqlite
View on GitHub ↗Issues (84) ↗Pull Requests ↗Wiki ↗

Should you contribute to Cyrax321/CONTINUUM?

Cyrax321/CONTINUUM has a FoundDev health score of 78/100, which puts it in the active-and-maintained tier. The maintainer team is shipping recently, issues are being closed, and a PR you open this week has a realistic chance of being reviewed.

Last push was 0 days ago — that signals an actively maintained project. New issues are likely to get a maintainer response within days. The project is written primarily in Python, so prior Python experience will shorten ramp-up.

Licensed under Apache-2.0, a standard OSI-approved license — safe to contribute to under normal employer IP policies.

Community

Cyrax321
Cyrax321/CONTINUUM
PythonApache 2.0
78

CONTINUUM: Verifiable semantic recovery for long-running AI agents. Semantic checkpoints (not conversation dumps), an idempotent action ledger that refuses duplicate side effects, and a hash-chained tamper-evident event log, all exposed as a deny-by-default MCP server. Framework-agnostic, Python 3.11+.

activebeginner-friendly
★ 2348 contributors84 issues
0d ago

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